| BP神经网络在智能雨刮器上的应用及MATLAB仿真研究 |
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| 引用本文： | 魏俞涌,许航飞,张一龙.BP神经网络在智能雨刮器上的应用及MATLAB仿真研究[J].科技通报,2012,28(5):156-158. |
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| 作者姓名： | 魏俞涌 许航飞 张一龙 |
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| 作者单位： | 1. 嘉兴职业技术学院 机电与汽车分院,嘉兴,314036
2. 中国计量学院 机电学院,杭州,310018 |
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| 基金项目： | 浙江省嘉兴市科技局计划项目 |
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| 摘 要： | 在分析了传统雨刮器缺点的基础上,提出了一种基于BP神经网络的模式识别模型,用专家的经验数据训练它,并测试了它;给出了BP神经网络的学习过程及算法。结果表明这个基于BP神经网络的模型不使用精确的数学模型即可有效处理智能雨刮器系统的不可靠性和非线性。
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| 关 键 词： | 雨刮器 BP神经网络 BP算法 MATLAB仿真 |
The Research on the Application of Intelligent Wiper and MATLAB Simulation Based on BP Neural Network |
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| WEI Yuyong
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XU Hangfei
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ZHANG Yilong.The Research on the Application of Intelligent Wiper and MATLAB Simulation Based on BP Neural Network[J].Bulletin of Science and Technology,2012,28(5):156-158. |
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| Authors: | WEI Yuyong XU Hangfei ZHANG Yilong |
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| Institution: | 1.Faculty of Machinery and Electronics,Jiaxing Vocational Technical Colloge,Jiaxing,314036,China; 2.Mechanic & Electronic College,China Jiliang University,Hangzhou 310018,China) |
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| Abstract: | After the analysis of the disadvantages of traditional wiper,this paper introduces a method of constructing the control model of automatic windshield wiper based on BP neural network.A model of pattern recognition based on BP neural network is built and train it with specialists’ experience data,and then tested it.And we give the learning process and algorithm of BP neural network.The result indicates that this model based on BP neural network is effective to handle uncertainties and nonlinearities of the automatic windshield wiper system,without use of a sophisticated mathematical model. |
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| Keywords: | automatic windshield wiper BP neural network BP algorithm MATLAB simulation |
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